Instrument Semantic Segmentation on GraSP (cross-validation)
0.8705mIoUTAPIS Full
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TAPIS FullBackbone=SwinL, FLOPs (G)=71, Params. (M)=442024.01 | 0.8705 | 0.8445 | 0.7882 | |
| TAPIS FrameBackbone=SwinL, FLOPs (G)=868, Params. (M)=2162024.01 | 0.8691 | 0.8392 | 0.7759 | |
| TAPIS FrameBackbone=R50, FLOPs (G)=226, Params. (M)=442024.01 | 0.8481 | 0.8134 | 0.7348 | |
| TAPIS FullBackbone=R50, FLOPs (G)=71, Params. (M)=442024.01 | 0.8476 | 0.8164 | 0.7443 | |
| QPD Mask DINOBackbone=R50, FLOPs (G)=228, Params. (M)=542024.01 | 0.8389 | 0.8256 | 0.7436 | |
| ISINetBackbone=R50, FLOPs (G)=201, Params. (M)=442024.01 | 0.7844 | 0.7085 | 0.5667 | |
| MF-TAPNetBackbone=TAPNet2024.01 | 0.6663 | 0.2923 | 0.2498 | |
| TernausNetBackbone=UNet 162024.01 | 0.4174 | 0.2446 | 0.1687 |